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How Much of a Harness Does a Strong Agent Need for Autonomous ML Engineering?

Paper recorded by Signals 4 on 2026-09-30 in cs.AI. Abstract reproduced from arXiv; link to the original below.

Published 2026-09-30 on arXiv · recorded by Signals 4 on 2026-10-01

Category: cs.AI · 人工智能 · first seen 2026-10-01

Abstract

Recent autonomous machine learning engineering (MLE) agents have made significant progress on public leaderboards. Often motivated by progress stagnation over long-horizon cycles and limited Large Language Model (LLM) primitives, modern MLE agents are deployed on top of increasingly elaborate machinery: multi-agent orchestrators, dedicated retrieval subagents, and more. While such harnesses expand

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#9 most recent of 480 cs.AI papers we have recorded · ↑ newer: DynaHarness: A Dynamic Physical Harness for Self-Evolving Robot Agents · ↓ older: CAS II: Symmetric Partitions as Kolmogorov Models
Cite this page: How Much of a Harness Does a Strong Agent Need for Autonomous ML Engineering?: the #9 most recent of 480 cs.AI papers we have recorded (as of 2026-09-30). Source: Signals 4 (Signals API) — https://data.jiangzhang.ca/signals4/t/papers/how-much-of-a-harness-does-a-strong-agent-need-for-autonomous-ml-engineering.html
Free to quote with attribution to “Signals 4 (Signals API)”. Machine-readable: papers.json
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